{"id":"W2470048720","doi":"10.1159/000116115","title":"Preface","year":2008,"lang":"en","type":"article","venue":"Neurodegenerative Diseases","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bausch Health (Canada)","funders":"","keywords":"Neuroscience; Computer science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002322656,0.0002260209,0.0001869477,0.00008435838,0.0003514434,0.00002409604,0.0002037709,0.00002698108,0.000455545],"category_scores_gemma":[0.0002354542,0.0002045638,0.0001172062,0.000316346,0.0002341204,0.0002727907,0.00006723386,0.00009688555,0.004158896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003691798,"about_ca_system_score_gemma":0.0001184646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008946684,"about_ca_topic_score_gemma":0.000005025463,"domain_scores_codex":[0.9984725,0.0002066334,0.0001672072,0.0004695198,0.000365103,0.0003190679],"domain_scores_gemma":[0.9990619,0.00006475496,0.00006427951,0.0004053874,0.0001423406,0.0002613329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003739142,0.001451162,0.2536418,0.0000230543,0.0001002274,0.0007710949,0.001145976,0.00391885,0.2679247,0.005333942,0.464633,0.000682378],"study_design_scores_gemma":[0.001321145,0.0002328696,0.7578938,0.00001067155,0.00008705954,0.00009293851,0.00005257595,0.001079309,0.1993202,0.000237086,0.03893628,0.0007361344],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920944,0.0007389023,0.00009095549,0.00009738109,0.0001825814,0.0002432574,0.0004960952,0.0004647292,0.005591714],"genre_scores_gemma":[0.9962782,0.00003819115,0.0001659898,0.0005651827,0.000233922,0.00007098447,0.0000710805,0.00008379307,0.002492619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.504252,"threshold_uncertainty_score":0.9966165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03533910200375086,"score_gpt":0.2521873447565098,"score_spread":0.216848242752759,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}